Out of the frying pan into the fire-the P300-based BCI faces real-world challenges

被引:65
作者
Kleih, Sonja C. [1 ]
Kaufmann, Tobias [1 ]
Zickler, Claudia [2 ]
Halder, Sebastian [2 ]
Leotta, Francesco [3 ]
Cincotti, Febo [3 ]
Aloise, Fabio [3 ]
Riccio, Angela [3 ]
Herbert, Cornelia [1 ]
Mattia, Donatella [3 ]
Kuebler, Andrea [1 ,2 ]
机构
[1] Univ Wurzburg, Dept Psychol 1, Wurzburg, Germany
[2] Univ Tubingen, Dept Med Psychol & Behav Neurobiol, Tubingen, Germany
[3] Fdn Santa Lucia IRCCS, Neuroelect Imaging & BCI Lab, Rome, Italy
来源
BRAIN MACHINE INTERFACES: IMPLICATIONS FOR SCIENCE, CLINICAL PRACTICE AND SOCIETY | 2011年 / 194卷
关键词
brain-computer interface; P300; ERP; visual; BCI application; ALS; BRAIN-COMPUTER-INTERFACE; MINIMALLY CONSCIOUS STATE; P300 SPELLING SYSTEM; MENTAL PROSTHESIS; CLASSIFICATION; POTENTIALS; RELIABILITY; PERFORMANCE; PEOPLE;
D O I
10.1016/B978-0-444-53815-4.00019-4
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Brain-computer interfaces (BCIs) have been investigated for more than 20 years. Many BCIs use noninvasive electroencephalography as a measurement technique and the P300 event-related potential as an input signal (P300 BCI). Since the first experiment with a P300 BCI system in 1988 by Farwell and Donchin, not only data processing has improved but also stimuli presentation has been varied and a plethora of applications was developed and refined. Nowadays, these applications are facing the challenge of being transferred from the research laboratory into real-life situations to serve motor-impaired people in their homes as assistive technology.
引用
收藏
页码:27 / 46
页数:20
相关论文
共 96 条
[51]   Brain-computer predictability of brain-computer communication [J].
Kübler, A ;
Neumann, N ;
Wilhelm, B ;
Hinterberger, T ;
Birbaumer, N .
JOURNAL OF PSYCHOPHYSIOLOGY, 2004, 18 (2-3) :121-129
[52]   Brain-computer communication:: Unlocking the locked in [J].
Kübler, A ;
Kotchoubey, B ;
Kaiser, J ;
Wolpaw, JR ;
Birbaumer, N .
PSYCHOLOGICAL BULLETIN, 2001, 127 (03) :358-375
[53]   Brain-computer interfaces in the continuum of consciousness [J].
Kuebler, Andrea ;
Kotchoubey, Boris .
CURRENT OPINION IN NEUROLOGY, 2007, 20 (06) :643-649
[54]  
Kübler A, 2013, BRAIN-COMPUTER INTERFACE SYSTEMS - RECENT PROGRESS AND FUTURE PROSPECTS, P1, DOI 10.5772/55802
[55]   A Brain-Computer Interface Controlled Auditory Event-Related Potential (P300) Spelling System for Locked-In Patients [J].
Kuebler, Andrea ;
Furdea, Adrian ;
HaIder, Sebastian ;
Hammer, Eva Maria ;
Nijboer, Femke ;
Kotchoubey, Boris .
DISORDERS OF CONSCIOUSNESS, 2009, 1157 :90-100
[56]   The locked-in syndrome :: what is it like to be conscious but paralyzed and voiceless? [J].
Laureys, S ;
Pellas, F ;
Van Eeckhout, P ;
Ghorbel, S ;
Schnakers, C ;
Perrin, F ;
Berré, J ;
Faymonville, ME ;
Pantke, KH ;
Damas, F ;
Lamy, M ;
Moonen, G ;
Goldman, S .
BOUNDARIES OF CONSCIOUSNESS: NEUROBIOLOGY AND NEUROPATHOLOGY, 2005, 150 :495-511
[57]   Brain function in coma, vegetative state, and related disorders [J].
Laureys, S ;
Owen, AM ;
Schiff, ND .
LANCET NEUROLOGY, 2004, 3 (09) :537-546
[58]   Review of Wireless and Wearable Electroencephalogram Systems and Brain-Computer Interfaces - A Mini-Review [J].
Lin, Chin-Teng ;
Ko, Li-Wei ;
Chang, Meng-Hsiu ;
Duann, Jeng-Ren ;
Chen, Jing-Ying ;
Su, Tung-Ping ;
Jung, Tzyy-Ping .
GERONTOLOGY, 2010, 56 (01) :112-119
[59]   A review of classification algorithms for EEG-based brain-computer interfaces [J].
Lotte, F. ;
Congedo, M. ;
Lecuyer, A. ;
Lamarche, F. ;
Arnaldi, B. .
JOURNAL OF NEURAL ENGINEERING, 2007, 4 (02) :R1-R13
[60]   BIOFEEDBACK PRODUCED SLOW BRAIN POTENTIALS AND TASK-PERFORMANCE [J].
LUTZENBERGER, W ;
ELBERT, T ;
ROCKSTROH, B ;
BIRBAUMER, N .
BIOLOGICAL PSYCHOLOGY, 1982, 14 (1-2) :99-111